SuperBruceJia / Awesome-LLM-Self-ConsistencyLinks
Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models
☆109Updated 3 months ago
Alternatives and similar repositories for Awesome-LLM-Self-Consistency
Users that are interested in Awesome-LLM-Self-Consistency are comparing it to the libraries listed below
Sorting:
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆121Updated last year
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆61Updated 10 months ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆117Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆77Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆66Updated 10 months ago
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆130Updated last year
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆130Updated 7 months ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆132Updated last year
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆121Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆132Updated 2 years ago
- A Survey on Data Selection for Language Models☆250Updated 5 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 9 months ago
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆102Updated last year
- ☆69Updated last year
- paper list on reasoning in NLP☆193Updated 6 months ago
- The Paper List on Data Contamination for Large Language Models Evaluation.☆100Updated last month
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆139Updated last year
- Critique-out-Loud Reward Models☆70Updated last year
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆73Updated last year
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated 2 years ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆68Updated 2 years ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆73Updated 2 weeks ago
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆174Updated 5 months ago
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆56Updated last year
- ☆20Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆62Updated last year
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆125Updated 3 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆143Updated last year
- ☆75Updated last year
- ☆103Updated last year